Datasets:
Tasks:
Question Answering
Formats:
json
Languages:
English
Size:
< 1K
ArXiv:
Tags:
multimodal
video
howto100m
retrieval-augmented-generation
visual-question-answering
cross-video-understanding
License:
| set -euo pipefail | |
| INPUT_DIR="" | |
| OUTPUT_DIR="./video_chunks" | |
| CHUNK_DURATION=60 | |
| MIN_SOURCE_DURATION=1 | |
| MIN_CHUNK_DURATION=2 | |
| usage() { | |
| cat <<'EOF' | |
| Usage: ./split_video.sh -i INPUT_DIR [-o OUTPUT_DIR] [-d CHUNK_DURATION] | |
| Split videos into fixed-duration chunks for XVBench-style video evidence. | |
| Options: | |
| -i INPUT_DIR Directory containing source videos. | |
| -o OUTPUT_DIR Directory for output clips. Default: ./video_chunks | |
| -d CHUNK_DURATION Clip duration in seconds. Default: 60 | |
| -h Show this help message. | |
| EOF | |
| } | |
| check_dependencies() { | |
| command -v ffmpeg >/dev/null 2>&1 || { echo "ffmpeg is required." >&2; exit 1; } | |
| command -v ffprobe >/dev/null 2>&1 || { echo "ffprobe is required." >&2; exit 1; } | |
| } | |
| duration_seconds() { | |
| ffprobe -v error -show_entries format=duration \ | |
| -of default=noprint_wrappers=1:nokey=1 "$1" 2>/dev/null || echo "0" | |
| } | |
| float_lt() { | |
| awk -v a="$1" -v b="$2" 'BEGIN { exit !(a < b) }' | |
| } | |
| float_add() { | |
| awk -v a="$1" -v b="$2" 'BEGIN { printf "%.3f", a + b }' | |
| } | |
| parse_args() { | |
| while getopts ":i:o:d:h" opt; do | |
| case "$opt" in | |
| i) INPUT_DIR="$OPTARG" ;; | |
| o) OUTPUT_DIR="$OPTARG" ;; | |
| d) CHUNK_DURATION="$OPTARG" ;; | |
| h) usage; exit 0 ;; | |
| *) usage; exit 1 ;; | |
| esac | |
| done | |
| if [[ -z "$INPUT_DIR" || ! -d "$INPUT_DIR" ]]; then | |
| echo "A valid input directory is required. Use -i INPUT_DIR." >&2 | |
| exit 1 | |
| fi | |
| if ! [[ "$CHUNK_DURATION" =~ ^[0-9]+$ ]] || [[ "$CHUNK_DURATION" -le 0 ]]; then | |
| echo "CHUNK_DURATION must be a positive integer." >&2 | |
| exit 1 | |
| fi | |
| } | |
| split_one_video() { | |
| local input_file="$1" | |
| local filename extension base_name total_duration process_file temp_mp4 | |
| local start_time=0 | |
| local chunk_index=1 | |
| filename=$(basename "$input_file") | |
| extension="${filename##*.}" | |
| extension=$(echo "$extension" | tr '[:upper:]' '[:lower:]') | |
| base_name="${filename%.*}" | |
| temp_mp4="" | |
| total_duration=$(duration_seconds "$input_file") | |
| if [[ -z "$total_duration" || "$total_duration" == "0" ]] || float_lt "$total_duration" "$MIN_SOURCE_DURATION"; then | |
| echo "Skip invalid or too-short video: $filename" >&2 | |
| return 1 | |
| fi | |
| if [[ "$extension" != "mp4" ]]; then | |
| temp_mp4="${OUTPUT_DIR}/.tmp_${base_name}_$$.mp4" | |
| if ! ffmpeg -i "$input_file" -c:v libx264 -c:a aac -strict experimental \ | |
| "$temp_mp4" -y -loglevel error; then | |
| rm -f "$temp_mp4" | |
| echo "Failed to convert video: $filename" >&2 | |
| return 1 | |
| fi | |
| process_file="$temp_mp4" | |
| else | |
| process_file="$input_file" | |
| fi | |
| while float_lt "$start_time" "$total_duration"; do | |
| local output_file chunk_duration | |
| output_file="${OUTPUT_DIR}/${base_name}_____${chunk_index}.mp4" | |
| if ffmpeg -i "$process_file" -ss "$start_time" -t "$CHUNK_DURATION" \ | |
| -c copy "$output_file" -y -loglevel error; then | |
| chunk_duration=$(duration_seconds "$output_file") | |
| if [[ -z "$chunk_duration" ]] || float_lt "$chunk_duration" "$MIN_CHUNK_DURATION"; then | |
| rm -f "$output_file" | |
| fi | |
| else | |
| rm -f "$output_file" | |
| echo "Failed to create chunk: $output_file" >&2 | |
| fi | |
| start_time=$(float_add "$start_time" "$CHUNK_DURATION") | |
| chunk_index=$((chunk_index + 1)) | |
| done | |
| [[ -n "$temp_mp4" && -f "$temp_mp4" ]] && rm -f "$temp_mp4" | |
| } | |
| main() { | |
| parse_args "$@" | |
| check_dependencies | |
| mkdir -p "$OUTPUT_DIR" | |
| while IFS= read -r -d '' input_file; do | |
| local filename | |
| filename=$(basename "$input_file") | |
| if [[ "$filename" =~ _____[0-9]+\.mp4$ ]]; then | |
| continue | |
| fi | |
| split_one_video "$input_file" || true | |
| done < <(find "$INPUT_DIR" -maxdepth 1 -type f \( \ | |
| -iname "*.mp4" -o -iname "*.avi" -o -iname "*.mkv" -o \ | |
| -iname "*.mov" -o -iname "*.wmv" -o -iname "*.flv" -o \ | |
| -iname "*.webm" \) -print0) | |
| } | |
| main "$@" | |